Extraction From Natural Language Sources
The biggest portion of information contained in business documents, even about 80%, is encoded in natural language and therefore unstructured. Because unstructured data are rather badly suited to extract knowledge from it, it is necessary to apply more complex methods, which nevertheless generally supply worse results, than it would be possible for structured data. The massive acquisition of extracted knowledge should compensate the increased complexity and decreased quality of extraction. In the following, natural language sources are understood as sources of information, where the data are given in an unstructured fashion as plain text. But the text can be additionally embedded in a markup document (e. g. HTML document), because the most of the systems remove the markup elements automatically.
Read more about this topic: Knowledge Discovery
Famous quotes containing the words extraction, natural, language and/or sources:
“Logic is the last scientific ingredient of Philosophy; its extraction leaves behind only a confusion of non-scientific, pseudo problems.”
—Rudolf Carnap (1891–1970)
“PLAYING SHOULD BE FUN! In our great eagerness to teach our children we studiously look for “educational” toys, games with built-in lessons, books with a “message.” Often these “tools” are less interesting and stimulating than the child’s natural curiosity and playfulness. Play is by its very nature educational. And it should be pleasurable. When the fun goes out of play, most often so does the learning.”
—Joanne E. Oppenheim (20th century)
“The face of the water, in time, became a wonderful book—a book that was a dead language to the uneducated passenger, but which told its mind to me without reserve, delivering its most cherished secrets as clearly as if it uttered them with a voice. And it was not a book to be read once and thrown aside, for it had a new story to tell every day.”
—Mark Twain [Samuel Langhorne Clemens] (1835–1910)
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—Harriot K. Hunt (1805–1875)